DAKSH 2.0 would be focused on developing the foundation of our research and product development activities related to ultra-efficient AI methods to establish ourselves in the global technology market. In this regard, we aim at the following deliverables during the planned duration. 1. Release of trailmet 1.0, an open-source software (python package) that incorporates state-of-the-art model compression methods in a unified framework. 2. Two High-impact publications (A* conferences of ML/DL) 3. Two patents related to compressing deep learning models for downstream tasks and deploying them on CPUs/Jetson Nano/Jetson Xavier. 4. Potential customer engagements (1+)
Accessibility Controls